Run
7275070

Run 7275070

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0268934555371829
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight2.12222598215186
mlr.classif.xgboost(9)_subsample0.463662327290513
mlr.classif.xgboost(9)_colsample_bytree0.327024705242366
mlr.classif.xgboost(9)_colsample_bylevel0.859571364009753
mlr.classif.xgboost(9)_lambda74.8725750751142
mlr.classif.xgboost(9)_alpha1.47210122851189
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2284
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8402
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2388.6726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0677
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1704
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4912
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.7709
UserCPU time millis
7285.7
UserCPU time millis testing
3.126
UserCPU time millis training
7282.574